Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "68" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 117 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 112 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.130250 | -0.502331 | -0.339280 | -0.293684 | -0.812076 | -1.466881 | -0.376212 | -1.048745 | 0.0736 | 0.0572 | 0.0022 | 1.223395 | 1.210652 |
| 2459593 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.047804 | -0.211800 | -0.615505 | 0.004651 | -0.817944 | -0.945518 | -0.943005 | -1.091630 | 0.0802 | 0.0651 | 0.0031 | 1.221879 | 1.199210 |
| 2459592 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 33.930956 | 35.864065 | inf | inf | 30.931105 | 38.155363 | 91.252882 | 63.657588 | nan | nan | nan | nan | nan |
| 2459591 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.159986 | -0.913186 | -0.777341 | 0.381509 | -0.813650 | -1.160187 | -0.911202 | -1.086801 | 0.0878 | 0.0711 | 0.0036 | 1.270441 | 1.246514 |
| 2459590 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.383220 | -0.833015 | -0.825698 | 0.892149 | -0.927585 | -0.220002 | -0.821348 | -0.780619 | 0.0788 | 0.0709 | 0.0041 | 1.305371 | 1.273179 |
| 2459589 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.007197 | -0.587033 | -1.035406 | 0.485659 | -0.781857 | -0.861758 | -1.202164 | -0.942176 | 0.0724 | 0.0569 | 0.0028 | 1.219016 | 1.194997 |
| 2459588 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 196.430826 | 226.064789 | inf | inf | 21.760692 | 26.617422 | 48.102640 | 17.691133 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 0.731515 | -0.034669 | 0.225296 | -0.231960 | -1.594410 | 0.916596 | -4.675000 | -0.955971 | nan | nan | nan | 58.788171 | 44.510451 |
| 2459586 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.021410 | -0.522812 | 0.232676 | 0.423853 | 0.079729 | -0.382935 | -0.376910 | -0.424622 | 0.0638 | 0.0630 | 0.0033 | 1.243209 | 1.213844 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.634901 | 0.873291 | 1.835036 | 2.413672 | 3.560284 | 4.113313 | 3.007576 | -0.187676 | 0.0303 | 0.0294 | 0.0015 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.327663 | -0.016634 | -0.452127 | 1.275797 | 9.683282 | 1.189246 | -0.650238 | 0.010298 | 0.0595 | 0.0582 | 0.0038 | 10.998148 | 1.083539 |
| 2459583 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.954940 | -0.586414 | 0.489113 | -0.063992 | -0.808376 | -0.228178 | -1.072412 | -0.639196 | 0.0620 | 0.0659 | 0.0038 | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 292.145947 | 298.000706 | inf | inf | 11593.313657 | 11421.335476 | 6071.095741 | 6066.244488 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459581 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.908657 | -0.444902 | 0.055195 | -0.103998 | -1.018467 | 0.003229 | -0.852919 | -0.480391 | 0.0618 | 0.0606 | 0.0033 | 1.260713 | 1.256576 |
| 2459580 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.869854 | -0.481247 | 1.185812 | -0.025572 | -0.887997 | 0.139904 | -0.968581 | -0.886530 | 0.0625 | 0.0578 | 0.0035 | 1.176560 | 1.175502 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.116746 | 0.620649 | -0.466255 | -0.210252 | -0.629961 | -0.847957 | -0.422465 | -1.172357 | 0.0284 | 0.0279 | 0.0015 | nan | nan |
| 2459577 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.734955 | -0.525045 | 0.224349 | -0.356871 | -0.812613 | -0.699720 | -1.057186 | -0.955676 | 0.0565 | 0.0564 | 0.0026 | 1.239583 | 1.232607 |
| 2459576 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.676311 | -0.408642 | 0.141870 | -0.697732 | -0.100372 | -0.608697 | -0.890993 | -0.799568 | 0.0683 | 0.0587 | 0.0042 | 1.193426 | 1.188045 |
| 2459575 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.096843 | 1.514119 | 0.122014 | -0.564616 | -0.942630 | 1.115637 | -0.227783 | -0.679921 | 0.0640 | 0.0599 | 0.0039 | 1.091035 | 1.094795 |
| 2459574 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.627172 | -0.273500 | -0.123142 | -0.653421 | -0.772575 | -0.840842 | -1.105843 | -0.973913 | 0.0590 | 0.0554 | 0.0027 | 1.226641 | 1.221550 |
| 2459573 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.690568 | -0.103912 | 1.079590 | 0.240031 | -0.847589 | 1.260019 | -1.082533 | -0.643887 | 0.0646 | 0.0598 | 0.0034 | 0.881917 | 0.883327 |
| 2459572 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.823000 | -0.523632 | 0.088104 | -0.586943 | -0.631493 | -0.018334 | -0.874639 | -0.699787 | 0.0634 | 0.0650 | 0.0047 | 1.273727 | 1.270149 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.311186 | 0.553251 | -0.390368 | -0.359339 | -1.236526 | 0.667615 | -0.478489 | -1.321943 | 0.0295 | 0.0276 | 0.0015 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.387553 | -0.609636 | 0.013971 | -0.589057 | -0.533240 | -0.794779 | -0.424720 | -0.800774 | 0.0665 | 0.0622 | 0.0027 | 1.238955 | 1.238439 |
| 2459566 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.580526 | -0.252783 | 0.259573 | -0.109546 | -0.675603 | -0.497663 | -0.923707 | -0.488026 | 0.0553 | 0.0584 | 0.0040 | 1.171345 | 1.173830 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | -1.261715 | -1.261715 | -1.175854 | -1.175854 | -0.877508 | -0.877508 | -0.954097 | -0.954097 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.091087 | -0.099421 | -0.328538 | 0.315433 | 1.342231 | 1.275635 | -0.472551 | 0.059813 | 0.0676 | 0.0721 | 0.0060 | 1.205033 | 1.203383 |
| 2459563 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.030879 | 0.440329 | -0.303491 | 0.921643 | -1.243102 | -0.635367 | -0.731844 | -0.771350 | 0.0628 | 0.0701 | 0.0061 | 1.120098 | 1.117940 |
| 2459562 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.901507 | -0.985165 | -0.891149 | -0.540289 | -0.243305 | -0.036676 | -0.343722 | -0.256617 | 0.0636 | 0.0712 | 0.0057 | 1.210270 | 1.209906 |
| 2459561 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.874379 | -0.930167 | -1.074010 | -0.751450 | -0.291604 | -0.429446 | -0.688307 | -0.674575 | 0.0625 | 0.0679 | 0.0067 | 1.209951 | 1.205566 |
| 2459560 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.652885 | -0.955939 | -0.858375 | -0.720896 | -0.151474 | -0.480854 | -0.398938 | -0.564330 | 0.0614 | 0.0585 | 0.0036 | 1.201540 | 1.202253 |
| 2459559 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.093950 | -1.185628 | -0.986098 | -0.790374 | -0.396034 | -0.551831 | -0.378997 | -0.503110 | 0.0579 | 0.0582 | 0.0041 | 1.190385 | 1.189487 |
| 2459558 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.795457 | -0.500876 | 0.948216 | 0.027376 | -0.874391 | -0.204118 | -1.040862 | -0.933569 | 0.0645 | 0.0678 | 0.0049 | 1.218519 | 1.218679 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0288 | 0.0278 | 0.0014 | nan | nan |
| 2459556 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.537740 | -0.445259 | 0.989563 | -0.411746 | -0.876756 | 2.322198 | -1.638028 | -1.167628 | 0.0705 | 0.0707 | 0.0066 | 1.194802 | 1.192584 |
| 2459554 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0689 | 0.0633 | 0.0042 | nan | nan |
| 2459553 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0592 | 0.0603 | 0.0052 | nan | nan |
| 2459552 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.429526 | 0.501949 | 1.262368 | 0.591254 | 0.073821 | 0.155638 | -0.599397 | -0.356426 | 0.0574 | 0.0542 | 0.0027 | 0.000000 | 0.000000 |
| 2459551 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.643838 | -0.931964 | -1.102231 | -0.799842 | -0.503806 | -0.305981 | -0.319732 | -0.475226 | 0.0660 | 0.0682 | 0.0045 | 1.208789 | 1.206785 |
| 2459550 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0314 | 0.0311 | 0.0010 | nan | nan |
| 2459549 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.491796 | -0.362052 | 0.411754 | -0.215315 | -0.926927 | -0.099384 | -1.008382 | -1.022245 | 0.0636 | 0.0633 | 0.0038 | 1.186106 | 1.185091 |
| 2459542 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.003110 | -0.014078 | 1.227210 | -0.423955 | -0.530718 | 1.514551 | -0.968053 | -0.835863 | 0.0691 | 0.0699 | 0.0073 | 1.215599 | 1.214523 |
| 2459541 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.045393 | -0.090005 | 1.132387 | -0.366888 | -0.098915 | -1.180871 | -0.452664 | -1.130283 | 0.0658 | 0.0672 | 0.0061 | 1.205707 | 1.198327 |
| 2459540 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.679187 | -0.852089 | -1.189399 | -0.922326 | -0.621323 | 1.173617 | -1.018511 | -0.948038 | 0.0728 | 0.0664 | 0.0090 | 1.219384 | 1.212657 |
| 2459536 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.000637 | 0.371632 | 1.015162 | -0.399761 | 0.142857 | 0.010562 | -0.186251 | 2.777814 | 0.0595 | 0.0603 | 0.0063 | 0.872451 | 0.870165 |
| 2459535 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.504473 | -1.092026 | -0.928974 | -0.869697 | -0.791811 | 2.195501 | -0.906153 | -0.640963 | 0.0950 | 0.0836 | 0.0167 | 1.157519 | 1.149585 |
| 2459534 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.317692 | -1.184086 | -0.914230 | -0.994119 | 0.386650 | 1.764915 | -0.507721 | -0.566378 | 0.0748 | 0.0663 | 0.0072 | 1.192699 | 1.181020 |
| 2459533 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.116757 | -0.205326 | 0.829026 | 0.357304 | -0.486167 | 1.277151 | -1.121482 | -0.847680 | 0.0659 | 0.0619 | 0.0062 | 1.179586 | 1.176214 |
| 2459532 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.149054 | -0.570704 | 1.227832 | 0.040550 | -0.269837 | 2.495311 | -1.176626 | -0.675725 | 0.0728 | 0.0613 | 0.0064 | 0.875408 | 0.867005 |
| 2459530 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.679605 | -0.965299 | -0.864552 | -0.566511 | -0.421474 | 0.184336 | -0.682537 | 0.156398 | 0.0948 | 0.0743 | 0.0114 | 1.166082 | 1.157480 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.104675 | -0.000337 | 1.118843 | 0.964220 | -0.981025 | -1.466563 | -1.158569 | -0.904658 | 0.0627 | 0.0651 | 0.0045 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | -0.542644 | -0.154496 | 0.372742 | -0.127681 | 28.699661 | 28.066481 | 14.623310 | 15.998244 | nan | nan | nan | 1.479526 | 1.467106 |
| 2459522 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.065763 | 0.005951 | 1.077539 | -0.436494 | 0.297714 | -0.337915 | -1.222852 | 0.759984 | 0.0640 | 0.0604 | 0.0042 | 0.866382 | 0.848881 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.427212 | 0.529566 | -0.583386 | -0.638101 | 0.189951 | -1.039573 | -0.397816 | -0.994408 | 0.0316 | 0.0288 | 0.0010 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 0.367373 | 0.193396 | 0.626024 | 0.274418 | -0.426708 | 0.330453 | -0.579533 | -0.844802 | 0.9222 | 0.9563 | 0.1561 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.545237 | -0.225518 | 1.079513 | -0.867815 | 0.600771 | 0.303064 | 0.595124 | 1.727931 | 0.8938 | 0.8674 | 0.1830 | 5.039218 | 3.460080 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | 0.807291 | 0.519538 | 1.535052 | 0.365461 | 0.734558 | -0.231515 | -1.087263 | 0.271632 | 0.8763 | 0.8717 | 0.4332 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Discontinuties | 1.168114 | -0.398257 | -1.170383 | -0.707974 | 0.432345 | -0.156409 | -0.501131 | -0.250908 | 1.168114 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.179627 | -0.428640 | -0.618826 | -0.877252 | 0.179627 | -1.227734 | -0.665513 | -0.942580 | -0.600193 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.163020 | -0.771509 | -0.707830 | -1.039399 | 0.163020 | -0.840744 | -0.403082 | -0.261455 | 0.003043 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Shape | 0.271379 | -0.212828 | 0.271379 | -0.642775 | -0.481969 | -0.817162 | -0.708336 | -1.129533 | -0.890161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.165311 | 0.052330 | -0.879095 | -0.900184 | 0.165311 | -1.201156 | -0.776505 | -1.219092 | -0.623818 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Discontinuties | -0.675228 | -0.677046 | -0.677046 | -0.677146 | -0.677146 | -0.675303 | -0.675303 | -0.675228 | -0.675228 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.012190 | -0.517427 | -0.468658 | -0.566749 | 0.012190 | -1.449592 | -1.157078 | -1.064168 | -0.920516 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.062028 | -0.904429 | -0.964426 | -0.652615 | 0.062028 | -1.302306 | -0.818858 | -1.137790 | -0.856142 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.179717 | -0.410549 | -0.769514 | 0.179717 | -0.753320 | -1.048324 | -1.024665 | -0.762599 | -1.009435 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.001008 | -0.430865 | -0.329143 | -0.707716 | 0.001008 | -1.136726 | -0.499857 | -1.007672 | -0.730442 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | -0.056067 | -0.423556 | -0.852891 | -0.505493 | -0.056067 | -1.328322 | -1.168215 | -1.292605 | -0.757905 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Shape | -0.204760 | -0.871832 | -0.204760 | -0.264139 | -0.257258 | -1.022567 | -0.693891 | -0.711705 | -1.021521 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Variability | -0.674330 | -0.675897 | -0.675897 | -0.675710 | -0.675710 | -0.674330 | -0.674330 | -0.674334 | -0.674334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.150429 | -0.672999 | -1.264824 | 0.150429 | -0.420369 | -0.303828 | -0.717436 | -0.331017 | -0.959454 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 0.417658 | -0.617320 | -0.835580 | -0.665117 | -0.148079 | -0.836564 | 0.417658 | -1.281377 | -0.889083 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 8.230657 | 0.512923 | 0.106403 | 1.436602 | -0.764996 | 8.230657 | 7.226777 | -1.380987 | -1.725867 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 34.366623 | 4.242362 | 0.837339 | 31.289869 | 34.366623 | nan | nan | -19.102210 | -19.669172 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 15.773494 | -0.620195 | 0.091533 | 15.773494 | 14.368005 | 1.246037 | 0.299671 | -1.084557 | -1.008575 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | -0.360363 | -0.690297 | -0.621327 | -0.419705 | -0.360363 | -0.990436 | -0.863977 | -1.020428 | -1.168802 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | -0.020123 | -0.875893 | -0.797664 | -0.179957 | -0.020123 | -1.065167 | -0.685674 | -0.722194 | -0.790242 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Discontinuties | 0.165442 | -1.142972 | -0.911624 | -0.346289 | -0.190727 | -0.918230 | -0.827235 | -0.363451 | 0.165442 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 0.670160 | -0.663350 | -0.660555 | -0.226942 | -0.151206 | 0.670160 | -1.146857 | -0.830520 | -0.928946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.167642 | -1.210953 | -1.310088 | -0.384413 | 0.167642 | -1.137589 | -1.131760 | -1.059326 | -0.783736 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.001995 | -0.172101 | -1.195184 | -0.556328 | 0.001995 | -0.943452 | -0.709411 | -1.565729 | -0.911204 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Variability | 0.732466 | 0.325415 | -0.810812 | 0.017788 | 0.272843 | 0.732466 | -0.617620 | 0.276765 | -0.480684 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.002313 | -0.065750 | -0.902562 | -0.527722 | 0.002313 | -0.556488 | -0.295023 | -0.615885 | -0.712111 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | -0.041017 | -0.502820 | -0.744921 | -0.526168 | -0.041017 | -0.772464 | -0.226743 | -0.921892 | -0.900300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 0.229074 | -1.299388 | -0.144949 | -0.683512 | -0.673279 | 0.229074 | -0.254812 | -1.070755 | -1.063836 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 0.521135 | -0.591668 | 0.156532 | -0.199471 | -0.693793 | 0.521135 | -1.011383 | -0.817838 | -0.898431 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Shape | 0.079286 | -0.349634 | 0.079286 | -0.508506 | -0.612845 | -0.402079 | -0.906098 | -0.668692 | -0.831612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Discontinuties | 2.083961 | 1.122806 | -0.692620 | 0.020111 | 0.564211 | 1.014125 | -0.397720 | 2.083961 | 0.114208 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 0.460298 | -0.304956 | -0.776555 | -0.507509 | 0.203301 | -0.847188 | 0.460298 | -0.973414 | -0.839640 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | inf | 820.473465 | 316.853503 | inf | inf | 11444.258558 | -3671.219524 | 9266.192512 | -2801.500977 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Shape | 0.439197 | 0.439197 | 0.223880 | -0.154771 | -0.573970 | -0.629031 | -0.869790 | -0.768442 | -0.498817 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.203518 | 0.067448 | -0.168184 | -0.432968 | 0.203518 | -0.913986 | -0.734857 | -1.085861 | -0.433300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.281286 | -0.572877 | -0.271554 | 0.281286 | -0.161817 | -1.018846 | -1.179982 | -0.934473 | -0.447592 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | inf | 316.523694 | 307.160927 | inf | inf | 54.591792 | 31.760214 | 538.889809 | 133.171424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.667191 | -1.003516 | 0.062748 | 0.667191 | -0.826456 | -0.315678 | -1.218283 | -0.182196 | -1.004235 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Shape | 1.130250 | 1.130250 | -0.502331 | -0.339280 | -0.293684 | -0.812076 | -1.466881 | -0.376212 | -1.048745 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.004651 | -0.047804 | -0.211800 | -0.615505 | 0.004651 | -0.817944 | -0.945518 | -0.943005 | -1.091630 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | inf | 35.864065 | 33.930956 | inf | inf | 38.155363 | 30.931105 | 63.657588 | 91.252882 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.381509 | -0.913186 | 0.159986 | 0.381509 | -0.777341 | -1.160187 | -0.813650 | -1.086801 | -0.911202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.892149 | 0.383220 | -0.833015 | -0.825698 | 0.892149 | -0.927585 | -0.220002 | -0.821348 | -0.780619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.485659 | -0.587033 | -0.007197 | 0.485659 | -1.035406 | -0.861758 | -0.781857 | -0.942176 | -1.202164 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | inf | 196.430826 | 226.064789 | inf | inf | 21.760692 | 26.617422 | 48.102640 | 17.691133 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 0.916596 | -0.034669 | 0.731515 | -0.231960 | 0.225296 | 0.916596 | -1.594410 | -0.955971 | -4.675000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.423853 | 0.021410 | -0.522812 | 0.232676 | 0.423853 | 0.079729 | -0.382935 | -0.376910 | -0.424622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 4.113313 | 2.634901 | 0.873291 | 1.835036 | 2.413672 | 3.560284 | 4.113313 | 3.007576 | -0.187676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Variability | 9.683282 | 0.327663 | -0.016634 | -0.452127 | 1.275797 | 9.683282 | 1.189246 | -0.650238 | 0.010298 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.489113 | -0.954940 | -0.586414 | 0.489113 | -0.063992 | -0.808376 | -0.228178 | -1.072412 | -0.639196 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | inf | 298.000706 | 292.145947 | inf | inf | 11421.335476 | 11593.313657 | 6066.244488 | 6071.095741 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.055195 | -0.908657 | -0.444902 | 0.055195 | -0.103998 | -1.018467 | 0.003229 | -0.852919 | -0.480391 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 1.185812 | -0.869854 | -0.481247 | 1.185812 | -0.025572 | -0.887997 | 0.139904 | -0.968581 | -0.886530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Shape | 0.620649 | 0.116746 | 0.620649 | -0.466255 | -0.210252 | -0.629961 | -0.847957 | -0.422465 | -1.172357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.224349 | -0.525045 | -0.734955 | -0.356871 | 0.224349 | -0.699720 | -0.812613 | -0.955676 | -1.057186 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.141870 | -0.408642 | -0.676311 | -0.697732 | 0.141870 | -0.608697 | -0.100372 | -0.799568 | -0.890993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Shape | 1.514119 | 1.514119 | -1.096843 | -0.564616 | 0.122014 | 1.115637 | -0.942630 | -0.679921 | -0.227783 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | -0.123142 | -0.627172 | -0.273500 | -0.123142 | -0.653421 | -0.772575 | -0.840842 | -1.105843 | -0.973913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 1.260019 | -0.103912 | -0.690568 | 0.240031 | 1.079590 | 1.260019 | -0.847589 | -0.643887 | -1.082533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.088104 | -0.523632 | -0.823000 | -0.586943 | 0.088104 | -0.018334 | -0.631493 | -0.699787 | -0.874639 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 0.667615 | 0.553251 | 0.311186 | -0.359339 | -0.390368 | 0.667615 | -1.236526 | -1.321943 | -0.478489 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.013971 | -0.609636 | -0.387553 | -0.589057 | 0.013971 | -0.794779 | -0.533240 | -0.800774 | -0.424720 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.259573 | -0.252783 | -0.580526 | -0.109546 | 0.259573 | -0.497663 | -0.675603 | -0.488026 | -0.923707 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | -0.877508 | -1.261715 | -1.261715 | -1.175854 | -1.175854 | -0.877508 | -0.877508 | -0.954097 | -0.954097 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Variability | 1.342231 | 0.091087 | -0.099421 | -0.328538 | 0.315433 | 1.342231 | 1.275635 | -0.472551 | 0.059813 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Power | 0.921643 | -0.030879 | 0.440329 | -0.303491 | 0.921643 | -1.243102 | -0.635367 | -0.731844 | -0.771350 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | -0.036676 | -0.901507 | -0.985165 | -0.891149 | -0.540289 | -0.243305 | -0.036676 | -0.343722 | -0.256617 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Variability | -0.291604 | -0.874379 | -0.930167 | -1.074010 | -0.751450 | -0.291604 | -0.429446 | -0.688307 | -0.674575 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Variability | -0.151474 | -0.652885 | -0.955939 | -0.858375 | -0.720896 | -0.151474 | -0.480854 | -0.398938 | -0.564330 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Discontinuties | -0.378997 | -1.093950 | -1.185628 | -0.986098 | -0.790374 | -0.396034 | -0.551831 | -0.378997 | -0.503110 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.948216 | -0.500876 | -0.795457 | 0.027376 | 0.948216 | -0.204118 | -0.874391 | -0.933569 | -1.040862 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 2.322198 | -0.445259 | -0.537740 | -0.411746 | 0.989563 | 2.322198 | -0.876756 | -1.167628 | -1.638028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 1.262368 | 0.501949 | -0.429526 | 0.591254 | 1.262368 | 0.155638 | 0.073821 | -0.356426 | -0.599397 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | -0.305981 | -0.931964 | -0.643838 | -0.799842 | -1.102231 | -0.305981 | -0.503806 | -0.475226 | -0.319732 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.411754 | -0.491796 | -0.362052 | 0.411754 | -0.215315 | -0.926927 | -0.099384 | -1.008382 | -1.022245 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 1.514551 | -0.014078 | -0.003110 | -0.423955 | 1.227210 | 1.514551 | -0.530718 | -0.835863 | -0.968053 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 1.132387 | -0.090005 | 0.045393 | -0.366888 | 1.132387 | -1.180871 | -0.098915 | -1.130283 | -0.452664 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 1.173617 | -0.852089 | -0.679187 | -0.922326 | -1.189399 | 1.173617 | -0.621323 | -0.948038 | -1.018511 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Discontinuties | 2.777814 | 0.371632 | -0.000637 | -0.399761 | 1.015162 | 0.010562 | 0.142857 | 2.777814 | -0.186251 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 2.195501 | -0.504473 | -1.092026 | -0.928974 | -0.869697 | -0.791811 | 2.195501 | -0.906153 | -0.640963 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 1.764915 | -1.184086 | -0.317692 | -0.994119 | -0.914230 | 1.764915 | 0.386650 | -0.566378 | -0.507721 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 1.277151 | -0.116757 | -0.205326 | 0.829026 | 0.357304 | -0.486167 | 1.277151 | -1.121482 | -0.847680 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 2.495311 | -0.149054 | -0.570704 | 1.227832 | 0.040550 | -0.269837 | 2.495311 | -1.176626 | -0.675725 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Variability | 0.184336 | -0.965299 | -0.679605 | -0.566511 | -0.864552 | 0.184336 | -0.421474 | 0.156398 | -0.682537 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 1.118843 | -0.104675 | -0.000337 | 1.118843 | 0.964220 | -0.981025 | -1.466563 | -1.158569 | -0.904658 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Temporal Variability | 28.699661 | -0.542644 | -0.154496 | 0.372742 | -0.127681 | 28.699661 | 28.066481 | 14.623310 | 15.998244 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 1.077539 | 0.005951 | 0.065763 | -0.436494 | 1.077539 | -0.337915 | 0.297714 | 0.759984 | -1.222852 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Shape | 0.529566 | 0.529566 | 0.427212 | -0.638101 | -0.583386 | -1.039573 | 0.189951 | -0.994408 | -0.397816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 0.626024 | 0.193396 | 0.367373 | 0.274418 | 0.626024 | 0.330453 | -0.426708 | -0.844802 | -0.579533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 1.160836 | 0.750376 | -0.014387 | 1.160836 | 0.192955 | -0.520644 | -1.299738 | -0.541865 | -0.674620 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | nn Temporal Discontinuties | 1.727931 | -0.225518 | 0.545237 | -0.867815 | 1.079513 | 0.303064 | 0.600771 | 1.727931 | 0.595124 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68 | 3 | digital_ok | ee Power | 1.535052 | 0.807291 | 0.519538 | 1.535052 | 0.365461 | 0.734558 | -0.231515 | -1.087263 | 0.271632 |